Unit Root Tests in the Presence of Multi-Variance Break and Level Shifts That Have Power Against the Piecewise Stationary Alternative. - Yujin Oh; Yu-Seop Kim (Commun. Stat. Simul. Comput., 2015)

Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets. - Yujin Oh; Sangjoon Park; Jong Chul Ye (IEEE Trans. Medical Imaging, 2020)

Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (CoRR, 2021)

Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer. - Gwanghyun Kim; Sangjoon Park; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (CoRR, 2021)

Unifying domain adaptation and self-supervised learning for CXR segmentation via AdaIN-based knowledge distillation. - Yujin Oh; Jong Chul Ye (CoRR, 2021)

Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (CoRR, 2021)

CXR Segmentation by AdaIN-Based Domain Adaptation and Knowledge Distillation. - Yujin Oh; Jong Chul Ye (ECCV (21), 2022)

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Chang Min Park; Jong Chul Ye (CoRR, 2022)

A hybrid 2-stage vision transformer for AI-assisted 5 class pathologic diagnosis of gastric endoscopic biopsies. - Yujin Oh; Go Eun Bae; Kyung-Hee Kim; Min-Kyung Yeo; Jong Chul Ye (CoRR, 2022)

Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (Medical Image Anal., 2022)

Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation. - Boah Kim; Yujin Oh; Jong Chul Ye (ICLR, 2023)

ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts. - Kwanyoung Kim; Yujin Oh; Jong Chul Ye (CoRR, 2023)

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology. - Yujin Oh; Sangjoon Park; Hwa Kyung Byun; Jin Sung Kim; Jong Chul Ye (CoRR, 2023)

RO-LLaMA: Generalist LLM for Radiation Oncology via Noise Augmentation and Consistency Regularization. - Kwanyoung Kim; Yujin Oh; Sangjoon Park; Hwa Kyung Byun; Jin Sung Kim; Yong Bae Kim; Jong Chul Ye (CoRR, 2023)

Quantum Implementation of AIM: Aiming for Low-Depth. - Kyungbae Jang; Dukyoung Kim; Yujin Oh; Sejin Lim; Yujin Yang; Hyunji Kim; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2023)

Finding Shortest Vector Using Quantum NV Sieve on Grover. - Hyunji Kim; Kyoungbae Jang; Yujin Oh; Woojin Seok; Wonhuck Lee; Kwang-il Bae; Il Kwon Sohn; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2023)

Depth-Optimized Implementation of ASCON Quantum Circuit. - Yujin Oh; Kyungbae Jang; Anubhab Baksi; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2023)

Optimized Quantum Implementation of SEED. - Yujin Oh; Kyungbae Jang; Yujin Yang; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2023)

Depth-Optimized Quantum Implementation of ARIA. - Yujin Yang; Kyungbae Jang; Yujin Oh; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2023)

Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment. - Yujin Oh; Go Eun Bae; Kyung-Hee Kim; Min-Kyung Yeo; Jong Chul Ye (IEEE J. Biomed. Health Informatics, 2023)

OTSeg: Multi-Prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation. - Kwanyoung Kim; Yujin Oh; Jong Chul Ye (ECCV (77), 2024)

CS-Net: A Deep Learning-Based Analysis for the Cryptography and Steganography. - Dukyoung Kim; Kyoungbae Jang; Hyunji Kim; Yujin Oh; Seyoung Yoon; Hwajeong Seo (ICISC, 2024)

Quantum Implementation of Linear and Non-Linear Layers. - Anubhab Baksi; Sumanta Chakraborty; Anupam Chattopadhyay; Matthew Chun; SK Hafizul Islam; Kyungbae Jang; Hyunji Kim; Yujin Oh; Soham Roy; Hwajeong Seo; Siyi Wang (SOCC, 2024)

Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation. - Yujin Oh; Sangjoon Park; Xiang Li 001; Wang Yi; Jonathan Paly; Jason Efstathiou; Annie Chan; Jun Won Kim; Hwa Kyung Byun; Ik Jae Lee; Jaeho Cho; Chan Woo Wee; et al. (CoRR, 2024)

High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models. - Siyeop Yoon; Yujin Oh; Xiang Li 001; Yi Xin; Maurizio Cereda; Quanzheng Li (CoRR, 2024)

Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation. - Junhyeok Lee; Yujin Oh; Dahyoun Lee; Hyon Keun Joh; Chul-Ho Sohn; Sung Hyun Baik; Cheol Kyu Jung; Jung Hyun Park; Kyu Sung Choi; Byung-Hoon Kim; Jong Chul Ye (CoRR, 2024)

Quantum Implementation and Analysis of SHA-2 and SHA-3. - Kyungbae Jang; Sejin Lim; Yujin Oh; Hyunjun Kim; Anubhab Baksi; Sumanta Chakraborty; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

Depth Optimized Quantum Circuits for HIGHT and LEA. - Kyungbae Jang; Yujin Oh; Minwoo Lee; Dukyoung Kim; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

Differential Cryptanalysis on Quantum Computers. - Kyungbae Jang; Yujin Oh; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

Quantum Implementation of LSH. - Yujin Oh; Kyungbae Jang; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

Improved Quantum Analysis of ARIA. - Yujin Oh; Kyungbae Jang; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

Quantum Implementation and Analysis of ARIA. - Yujin Oh; Kyungbae Jang; Yujin Yang; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2024)

C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation. - Boah Kim; Yujin Oh; Bradford J. Wood; Ronald M. Summers; Jong Chul Ye (Medical Image Anal., 2024)

Depth-Optimized Quantum Implementation of CHAM. - Kyungbae Jang; Yujin Oh; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2025)

Quantum Security Evaluation of ASCON. - Yujin Oh; Kyungbae Jang; Hwajeong Seo (IACR Cryptol. ePrint Arch., 2025)

End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding. - Kwanyoung Kim; Yujin Oh; Sangjoon Park; Hwa Kyung Byun; Joongyo Lee; Jin Sung Kim; Yong Bae Kim; Jong Chul Ye (Medical Image Anal., 2025)

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective. - Yujin Oh; Pengfei Jin; Sangjoon Park; Sekeun Kim; Siyeop Yoon; Kyungsang Kim; Jin Sung Kim; Xiang Li 001; Quanzheng Li (CoRR, 2025)

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging. - Yujin Oh; Robert Seifert; Yihan Cao; Christoph Clement; Justin Ferdinandus; Constantin Lapa; Alessandro Liebich; Michelle Amon; Johanna Enke; Sifan Song; Runqi Meng; Fang Zeng; et al. (CoRR, 2025)

Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model. - Siyeop Yoon; Yujin Oh; Matthew Tivnan; Sifan Song; Pengfei Jin; Sekeun Kim; Hyun Jin Cho; Dufan Wu; Raul Uppot; Quanzheng Li (CoRR, 2025)

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts. - Runqi Meng; Sifan Song; Pengfei Jin; Yujin Oh; Lin Teng; Yulin Wang; Yiqun Sun; Ling Chen; Xiang Li 001; Quanzheng Li; Ning Guo; Dinggang Shen (CoRR, 2025)

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging. - Sifan Song; Siyeop Yoon; Pengfei Jin; Sekeun Kim; Matthew Tivnan; Yujin Oh; Runqi Meng; Ling Chen; Zhiliang Lyu; Dufan Wu; Ning Guo; Xiang Li 001; et al. (CoRR, 2025)

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics. - Siyeop Yoon; Sifan Song; Pengfei Jin; Matthew Tivnan; Yujin Oh; Sekeun Kim; Dufan Wu; Xiang Li 001; Quanzheng Li (CoRR, 2025)

Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface. - Siyeop Yoon; Yujin Oh; Pengfei Jin; Sifan Song; Matthew Tivnan; Dufan Wu; Xiang Li 001; Quanzheng Li (CoRR, 2025)